Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "3" csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 87 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_ Found 83 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
antnum = row['Ant']
if antnum != int(antenna):
continue
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459594 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 1.08% | 0.54% | 1.168099 | -0.714124 | 0.243030 | 0.684437 | 0.724158 | 2.632539 | -0.165848 | 0.792601 | 0.7242 | 0.6998 | 0.2641 | 3.373258 | 2.937418 |
| 2459593 | digital_ok | 0.00% | 0.00% | 0.54% | 0.00% | 2.69% | 0.54% | 1.732211 | -0.290832 | 1.046536 | 1.114425 | 0.153146 | 0.210477 | 0.006226 | 0.470556 | 0.6353 | 0.6115 | 0.2236 | 2.606995 | 2.145906 |
| 2459592 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 0.654343 | -0.391423 | 0.096828 | -0.518433 | -1.505230 | -0.298777 | -1.908388 | 0.089930 | 0.0337 | 0.0291 | 0.0018 | nan | nan |
| 2459591 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 1.62% | 0.00% | 1.709307 | 0.373187 | 1.413281 | 1.733478 | 0.206681 | -0.477004 | 0.632387 | 0.012626 | 0.5243 | 0.5272 | 0.3150 | 1.629596 | 1.508420 |
| 2459590 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 1.62% | 1.08% | 3.756823 | 1.214054 | 1.255596 | 1.311372 | 0.170237 | 0.108604 | -0.227036 | 0.679049 | 0.5291 | 0.5293 | 0.3093 | 2.109858 | 1.946774 |
| 2459589 | digital_ok | 0.00% | 0.54% | 0.54% | 0.00% | 3.23% | 0.00% | -0.223447 | -0.537228 | 0.621228 | 0.711661 | 0.780659 | -0.073394 | 1.119149 | 0.860850 | 0.6185 | 0.5929 | 0.2418 | 1.933830 | 1.829176 |
| 2459588 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 2.69% | 0.00% | 0.938189 | -0.650366 | 1.831512 | 1.615010 | 2.097421 | 1.709058 | 1.310621 | 1.576400 | 0.7025 | 0.6602 | 0.2203 | 3.361568 | 2.542027 |
| 2459587 | digital_ok | 0.00% | - | - | - | 6.99% | 0.00% | -0.696702 | -0.319900 | 2.567553 | 3.164739 | -0.799783 | -0.773660 | 0.390459 | 0.522134 | nan | nan | nan | 1.202253 | 1.193365 |
| 2459586 | digital_ok | 0.00% | 3.24% | 7.57% | 0.00% | 10.27% | 0.54% | -1.307103 | -0.224961 | -0.796043 | 1.384014 | -0.197954 | 1.052573 | -0.382648 | -0.849618 | 0.5259 | 0.5261 | 0.2998 | 1.923559 | 1.718653 |
| 2459585 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.848315 | 1.404518 | -0.573642 | 0.553822 | -0.792956 | 1.519690 | -1.130622 | 1.160145 | 0.0342 | 0.0334 | 0.0016 | 0.000000 | 0.000000 |
| 2459584 | digital_ok | 0.00% | 36.61% | 36.61% | 0.00% | 38.92% | 0.60% | -0.374518 | -0.036194 | -0.047472 | 0.466397 | 0.319042 | 0.035166 | -0.846999 | -0.848271 | 0.4729 | 0.4788 | 0.3116 | 1.624435 | 1.455060 |
| 2459583 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459582 | digital_ok | 0.00% | 8.11% | 8.11% | 0.00% | 12.43% | 0.00% | -1.136390 | -0.870959 | -0.276443 | -0.287419 | -0.721698 | -1.355641 | -0.820520 | -0.418501 | 0.5133 | 0.5167 | 0.3327 | 1.774382 | 1.586291 |
| 2459581 | digital_ok | 0.00% | 2.70% | 3.78% | 0.00% | 7.57% | 0.00% | -0.950522 | -0.995127 | -1.028131 | -0.071232 | -0.982122 | -1.081315 | -0.516782 | 0.282219 | 0.5242 | 0.5266 | 0.3332 | 1.798541 | 1.562544 |
| 2459580 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.76% | 0.00% | -1.021309 | -0.836757 | -0.271697 | 0.096608 | -0.491654 | -1.018233 | -1.011495 | -0.003055 | 0.5302 | 0.5358 | 0.3302 | 1.840215 | 1.630768 |
| 2459579 | digital_ok | 0.00% | 1.62% | 1.62% | 0.00% | 6.45% | 0.00% | -1.027319 | -1.073389 | -0.173376 | 0.001235 | -0.798586 | -1.160863 | -0.673047 | 0.135131 | 0.5262 | 0.5332 | 0.3351 | 2.087592 | 1.801396 |
| 2459578 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.268354 | 0.428118 | -0.775734 | -0.322823 | -0.911921 | -0.568277 | -0.078845 | -0.753696 | 0.0376 | 0.0321 | 0.0034 | nan | nan |
| 2459577 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.78% | 0.00% | -0.812132 | -0.845884 | -0.809806 | -0.267049 | -0.779025 | -1.034671 | -0.554640 | -0.551415 | 0.5316 | 0.5382 | 0.3291 | 1.849169 | 1.559565 |
| 2459576 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.572411 | -0.601744 | -0.682640 | -0.531359 | -0.601399 | -0.877825 | -0.218935 | -0.187124 | 0.0757 | 0.0607 | 0.0114 | 0.831279 | 0.831773 |
| 2459575 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459574 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.636862 | -0.724433 | -0.868860 | -0.686407 | -0.308392 | -0.820734 | 0.494349 | 0.854936 | 0.0958 | 0.0894 | 0.0171 | 1.210580 | 1.212558 |
| 2459573 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.113811 | -0.769974 | -0.278480 | 0.167398 | -0.495567 | -1.374933 | -0.693753 | 0.236216 | 0.0621 | 0.0741 | 0.0085 | 0.000000 | 0.000000 |
| 2459572 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459571 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.037094 | 0.418676 | -0.696535 | -0.376686 | -1.393502 | -0.769764 | 0.018905 | -0.444165 | 0.0400 | 0.0318 | 0.0038 | nan | nan |
| 2459570 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459569 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.703460 | -0.725574 | -0.803084 | -0.445874 | -1.149950 | -0.673073 | -0.660982 | -0.430348 | 0.0744 | 0.0855 | 0.0093 | 1.175144 | 1.171714 |
| 2459566 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.927348 | -1.061328 | -0.650439 | -0.092929 | -0.807652 | -1.013554 | -0.682249 | -0.554732 | 0.0967 | 0.0827 | 0.0163 | 0.000000 | 0.000000 |
| 2459565 | digital_ok | 0.00% | - | - | - | 93.33% | 0.00% | -1.019629 | -1.019629 | -0.885933 | -0.885933 | -0.752740 | -0.752740 | -0.803206 | -0.803206 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459564 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.20% | 0.00% | -0.808273 | -0.307903 | -1.205312 | 0.166335 | -0.559900 | 1.583986 | 1.005225 | 3.172589 | 0.6921 | 0.6915 | 0.4228 | 1.823398 | 1.503009 |
| 2459563 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459562 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459561 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459560 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459559 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 0.00% | -0.350437 | -0.575027 | -0.556944 | -0.889501 | -0.087103 | -0.052439 | -0.217145 | -0.046786 | 0.6896 | 0.6936 | 0.4047 | 1.857082 | 1.510883 |
| 2459558 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 12.37% | 1.61% | -0.426511 | -0.638708 | -0.034572 | -0.136898 | -1.127013 | -0.909004 | -0.166912 | 1.726253 | 0.6912 | 0.6924 | 0.4148 | 1.780092 | 1.484880 |
| 2459557 | digital_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0414 | 0.0321 | 0.0031 | nan | nan |
| 2459556 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | -0.482022 | -0.824192 | -0.037324 | -0.134084 | -0.656486 | -0.808705 | 0.115082 | 2.021579 | 0.6930 | 0.6934 | 0.4115 | 1.794154 | 1.506062 |
| 2459553 | digital_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.6933 | 0.6923 | 0.4204 | nan | nan |
| 2459552 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 68.65% | 31.35% | -0.334136 | -0.586285 | 0.090738 | 0.813650 | -0.184875 | -0.289005 | -0.683188 | 0.073026 | 0.7003 | 0.6934 | 0.4179 | 2.598425 | 0.000000 |
| 2459551 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 0.00% | -0.161275 | -0.484743 | -0.647510 | -0.968428 | -0.448292 | -0.006558 | 0.297846 | 0.258492 | 0.6964 | 0.6932 | 0.4125 | 1.961309 | 1.540039 |
| 2459550 | digital_ok | - | 99.18% | 99.18% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0609 | 0.0554 | 0.0048 | nan | nan |
| 2459549 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | -0.081579 | -0.663015 | -0.538573 | 0.069866 | -0.245394 | -0.478240 | -0.524992 | 0.638117 | 0.6953 | 0.6924 | 0.4236 | 1.897708 | 1.540398 |
| 2459542 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 22.32% | 0.00% | -0.501673 | -0.467235 | -0.395153 | -0.972694 | -0.777960 | 0.941773 | 0.149366 | 0.086519 | 0.7550 | 0.7415 | 0.3765 | 2.017133 | 1.535347 |
| 2459541 | digital_ok | 0.00% | 1.79% | 1.79% | 0.00% | 21.88% | 0.00% | -0.307647 | -0.511694 | 0.218438 | 0.185519 | -0.031665 | -1.015143 | 0.288155 | 0.246638 | 0.7443 | 0.7295 | 0.3487 | 1.721349 | 1.425039 |
| 2459540 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459536 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.93% | 0.00% | -0.183879 | -0.902717 | -0.128976 | 0.944401 | -0.133175 | -0.824808 | 1.133153 | 0.857097 | 0.7186 | 0.7193 | 0.4443 | 1.958327 | 1.623460 |
| 2459535 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 21.43% | 0.00% | -0.318594 | -0.537534 | -0.523203 | -0.845794 | -0.594650 | -0.655071 | -0.391751 | 0.141462 | 0.7834 | 0.7508 | 0.3930 | 1.960492 | 1.567067 |
| 2459534 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 20.98% | 0.45% | -0.362926 | -0.802417 | -0.509342 | -0.904451 | -0.160109 | -0.455459 | 0.399130 | 1.001862 | 0.7736 | 0.7501 | 0.3825 | 2.095889 | 1.654049 |
| 2459533 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.89% | 0.00% | 0.025316 | -0.766557 | -0.165055 | 0.436302 | -0.204046 | -0.758217 | -0.442097 | 1.372423 | 0.7135 | 0.7049 | 0.4278 | 1.772929 | 1.519772 |
| 2459532 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.00% | 0.56% | -0.204996 | -0.824274 | -0.040550 | 0.453244 | -0.327311 | -1.029021 | 0.179094 | 0.450789 | 0.7127 | 0.7008 | 0.4282 | 1.767692 | 1.517264 |
| 2459530 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.73% | 0.00% | -0.488240 | -0.793061 | -0.502830 | -0.790346 | -0.103912 | 0.012291 | 0.341276 | 0.224828 | 0.7283 | 0.7167 | 0.4286 | 1.867989 | 1.548844 |
| 2459527 | digital_ok | 0.00% | - | - | - | 100.00% | 0.00% | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459524 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.172538 | -0.587261 | -0.255086 | 0.407158 | -0.888239 | -0.468742 | -0.720815 | -0.166176 | 0.8909 | 0.9184 | 0.3570 | 0.000000 | 0.000000 |
| 2459523 | digital_ok | 0.00% | - | - | - | 22.45% | 0.00% | 0.720609 | -1.153939 | -0.911069 | 0.604416 | -0.908940 | 0.820144 | -0.926531 | -0.724199 | nan | nan | nan | 2.243149 | 1.860012 |
| 2459522 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.949654 | -0.660812 | 0.051859 | 0.732047 | -0.036977 | 1.836970 | -0.987076 | -0.359228 | 0.7068 | 0.6320 | 0.3864 | 1.693666 | 1.313305 |
| 2459513 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 0.068230 | 0.491332 | -0.779598 | -0.626404 | -0.594761 | 0.622726 | -0.147878 | -0.321556 | 0.0382 | 0.0365 | 0.0037 | nan | nan |
| 2459508 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 81.58% | 0.00% | -0.730845 | -0.953615 | -0.414500 | -0.234631 | -1.230572 | -0.959920 | 0.337896 | 0.275657 | 0.8949 | 0.9230 | 0.2119 | 0.000000 | 0.000000 |
| 2459505 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -0.629894 | -1.011203 | 0.096441 | -0.439537 | 1.538366 | -0.596589 | 0.313564 | 0.351788 | 0.8909 | 0.8512 | 0.2128 | 7.402924 | 5.341381 |
| 2459503 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 89.47% | 0.00% | -0.490024 | -0.165560 | 0.248953 | 0.779794 | -1.198486 | -0.241475 | -0.694522 | -0.751400 | 0.8326 | 0.8256 | 0.5074 | 0.000000 | 0.000000 |
| 2459501 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.648138 | -0.155923 | 0.633271 | 0.853276 | -0.663790 | -0.551127 | -0.939809 | -0.869780 | 0.1559 | 0.1287 | 0.0266 | 0.000000 | 0.000000 |
| 2459500 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.672825 | -0.094256 | 0.152962 | 0.532416 | -0.464591 | -0.312738 | -1.046144 | -0.673096 | 0.1714 | 0.1399 | 0.0277 | 0.000000 | 0.000000 |
| 2459499 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.418455 | 0.063203 | 0.147928 | 0.583642 | -0.487115 | -0.261580 | -0.103579 | -0.188816 | 0.1503 | 0.1368 | 0.0161 | 0.000000 | 0.000000 |
| 2459498 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.289474 | 0.188998 | 0.346397 | 0.707791 | -0.180768 | -0.175042 | -0.495940 | -0.514293 | 0.1755 | 0.1503 | 0.0357 | 0.000000 | 0.000000 |
| 2459497 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.284562 | 0.296986 | 0.675366 | 1.016190 | -0.276341 | -0.223711 | -0.733315 | -0.606967 | 0.1759 | 0.1670 | 0.0405 | 0.000000 | 0.000000 |
| 2459496 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.677793 | 0.166508 | 0.258367 | 0.737873 | -0.656843 | -0.536424 | -0.794062 | -0.662999 | 0.2228 | 0.1765 | 0.0417 | 0.000000 | 0.000000 |
| 2459495 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.513230 | 0.208220 | 0.089341 | 0.696599 | -0.415830 | -0.231109 | -1.006624 | -0.765571 | 0.2255 | 0.1714 | 0.0471 | 0.000000 | 0.000000 |
| 2459494 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.403554 | 0.113696 | 0.184632 | 0.688480 | -0.617494 | -0.608511 | -0.140146 | -0.239258 | 0.2066 | 0.1668 | 0.0457 | 0.000000 | 0.000000 |
| 2459492 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 50.00% | 0.00% | 0.146074 | -0.658185 | 0.253149 | 0.328961 | -1.317479 | -1.374098 | -1.151861 | -1.020475 | 0.7293 | 0.7910 | 0.3682 | 0.192910 | 0.201469 |
| 2459491 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 50.00% | 0.00% | -0.090188 | -0.580297 | 0.357388 | 0.166662 | -0.790018 | -0.881173 | -0.021996 | -0.469939 | 0.7810 | 0.8120 | 0.2906 | 0.629426 | 0.531179 |
| 2459490 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 47.37% | 0.00% | -0.133178 | -1.026772 | 0.140833 | 0.376081 | -0.669060 | -1.134214 | -0.904391 | -0.637846 | 0.7269 | 0.7880 | 0.4056 | 2.268426 | 1.803171 |
| 2459489 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 47.37% | 0.00% | 0.102407 | -0.658519 | 0.230837 | 0.126485 | -1.182867 | -0.508949 | -0.252544 | -0.290490 | 0.7536 | 0.8024 | 0.3369 | 2.238368 | 1.698661 |
| 2459488 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 85.71% | 14.29% | 0.284832 | -0.598195 | 0.219935 | 0.502571 | -1.298796 | -1.199436 | -0.951864 | -0.911806 | 0.7534 | 0.8046 | 0.3843 | 0.000000 | 0.000000 |
auto_metrics notebooks.¶html_to_display = ''
for am_html in auto_metric_htmls:
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD).
HTML(html_to_display)
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | ee Temporal Variability | 2.753041 | 0.076464 | -0.542243 | 0.618927 | 0.181982 | 2.753041 | 0.184891 | -1.090543 | -0.318124 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | ee Shape | 1.960080 | 1.960080 | -0.010568 | 1.013354 | 0.425476 | 0.977234 | 0.157267 | 0.135419 | 0.102429 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | ee Shape | 1.361018 | 0.097673 | 1.361018 | 1.334094 | 1.289087 | 1.196930 | 0.665031 | 0.402544 | -0.468979 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | nn Power | 1.696587 | 0.107822 | 1.248748 | 1.696587 | 1.465966 | 0.884723 | 0.225002 | 0.713546 | -0.191835 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | nn Temporal Variability | 1.887881 | 0.757015 | 1.560140 | 1.831391 | 1.430643 | 1.887881 | 1.190780 | 0.638097 | -0.602937 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | ee Shape | 0.682099 | 0.682099 | -0.690664 | 0.413936 | 0.074055 | -1.443950 | -0.725127 | -1.369631 | 0.162059 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | ee Shape | 2.286297 | 2.286297 | 0.016256 | 1.012893 | 0.650775 | -0.033890 | -0.257597 | -0.516925 | -0.070347 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | ee Power | inf | 693.472135 | 860.184180 | inf | inf | -19867.862137 | -25868.576562 | -20724.236712 | -27135.993546 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | ee Shape | 2.593180 | 0.441248 | 2.593180 | 1.454272 | 1.377735 | 0.758928 | -0.194615 | 0.074950 | -1.133542 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | ee Shape | 2.661855 | 2.661855 | 0.420826 | 1.306063 | 1.027319 | 0.603132 | 0.623272 | 0.069064 | 0.714914 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | ee Shape | 1.997725 | 0.238686 | 1.997725 | 1.357930 | 1.505362 | 0.032962 | -0.247483 | 0.584033 | -0.713822 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | ee Shape | 1.702565 | 0.059457 | 1.702565 | 1.236296 | 1.364914 | 0.180301 | 0.489994 | 0.142408 | -0.678998 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | ee Temporal Discontinuties | 1.928481 | -0.121259 | 0.354662 | 0.638682 | 0.648758 | 0.250181 | 0.406358 | 1.739405 | 1.928481 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | nn Temporal Variability | 2.632539 | 1.168099 | -0.714124 | 0.243030 | 0.684437 | 0.724158 | 2.632539 | -0.165848 | 0.792601 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | ee Shape | 1.732211 | 1.732211 | -0.290832 | 1.046536 | 1.114425 | 0.153146 | 0.210477 | 0.006226 | 0.470556 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | ee Shape | 0.654343 | -0.391423 | 0.654343 | -0.518433 | 0.096828 | -0.298777 | -1.505230 | 0.089930 | -1.908388 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | nn Power | 1.733478 | 0.373187 | 1.709307 | 1.733478 | 1.413281 | -0.477004 | 0.206681 | 0.012626 | 0.632387 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | ee Shape | 3.756823 | 3.756823 | 1.214054 | 1.255596 | 1.311372 | 0.170237 | 0.108604 | -0.227036 | 0.679049 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | ee Temporal Discontinuties | 1.119149 | -0.537228 | -0.223447 | 0.711661 | 0.621228 | -0.073394 | 0.780659 | 0.860850 | 1.119149 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | ee Temporal Variability | 2.097421 | 0.938189 | -0.650366 | 1.831512 | 1.615010 | 2.097421 | 1.709058 | 1.310621 | 1.576400 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | nn Power | 3.164739 | -0.319900 | -0.696702 | 3.164739 | 2.567553 | -0.773660 | -0.799783 | 0.522134 | 0.390459 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | nn Power | 1.384014 | -1.307103 | -0.224961 | -0.796043 | 1.384014 | -0.197954 | 1.052573 | -0.382648 | -0.849618 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | nn Temporal Variability | 1.519690 | -0.848315 | 1.404518 | -0.573642 | 0.553822 | -0.792956 | 1.519690 | -1.130622 | 1.160145 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | nn Power | 0.466397 | -0.374518 | -0.036194 | -0.047472 | 0.466397 | 0.319042 | 0.035166 | -0.846999 | -0.848271 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | ee Power | -0.276443 | -0.870959 | -1.136390 | -0.287419 | -0.276443 | -1.355641 | -0.721698 | -0.418501 | -0.820520 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | nn Temporal Discontinuties | 0.282219 | -0.950522 | -0.995127 | -1.028131 | -0.071232 | -0.982122 | -1.081315 | -0.516782 | 0.282219 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | nn Power | 0.096608 | -0.836757 | -1.021309 | 0.096608 | -0.271697 | -1.018233 | -0.491654 | -0.003055 | -1.011495 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | nn Temporal Discontinuties | 0.135131 | -1.027319 | -1.073389 | -0.173376 | 0.001235 | -0.798586 | -1.160863 | -0.673047 | 0.135131 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | nn Shape | 0.428118 | -0.268354 | 0.428118 | -0.775734 | -0.322823 | -0.911921 | -0.568277 | -0.078845 | -0.753696 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | nn Power | -0.267049 | -0.845884 | -0.812132 | -0.267049 | -0.809806 | -1.034671 | -0.779025 | -0.551415 | -0.554640 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | nn Temporal Discontinuties | -0.187124 | -0.601744 | -0.572411 | -0.531359 | -0.682640 | -0.877825 | -0.601399 | -0.187124 | -0.218935 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | nn Temporal Discontinuties | 0.854936 | -0.636862 | -0.724433 | -0.868860 | -0.686407 | -0.308392 | -0.820734 | 0.494349 | 0.854936 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | nn Temporal Discontinuties | 0.236216 | -0.769974 | -0.113811 | 0.167398 | -0.278480 | -1.374933 | -0.495567 | 0.236216 | -0.693753 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | nn Shape | 0.418676 | 0.418676 | -0.037094 | -0.376686 | -0.696535 | -0.769764 | -1.393502 | -0.444165 | 0.018905 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | nn Temporal Discontinuties | -0.430348 | -0.725574 | -0.703460 | -0.445874 | -0.803084 | -0.673073 | -1.149950 | -0.430348 | -0.660982 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | nn Power | -0.092929 | -1.061328 | -0.927348 | -0.092929 | -0.650439 | -1.013554 | -0.807652 | -0.554732 | -0.682249 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | nn Temporal Variability | -0.752740 | -1.019629 | -1.019629 | -0.885933 | -0.885933 | -0.752740 | -0.752740 | -0.803206 | -0.803206 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | nn Temporal Discontinuties | 3.172589 | -0.808273 | -0.307903 | -1.205312 | 0.166335 | -0.559900 | 1.583986 | 1.005225 | 3.172589 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | nn Temporal Discontinuties | -0.046786 | -0.350437 | -0.575027 | -0.556944 | -0.889501 | -0.087103 | -0.052439 | -0.217145 | -0.046786 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | nn Temporal Discontinuties | 1.726253 | -0.638708 | -0.426511 | -0.136898 | -0.034572 | -0.909004 | -1.127013 | 1.726253 | -0.166912 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | nn Temporal Discontinuties | 2.021579 | -0.824192 | -0.482022 | -0.134084 | -0.037324 | -0.808705 | -0.656486 | 2.021579 | 0.115082 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | nn Power | 0.813650 | -0.586285 | -0.334136 | 0.813650 | 0.090738 | -0.289005 | -0.184875 | 0.073026 | -0.683188 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | ee Temporal Discontinuties | 0.297846 | -0.484743 | -0.161275 | -0.968428 | -0.647510 | -0.006558 | -0.448292 | 0.258492 | 0.297846 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | nn Temporal Discontinuties | 0.638117 | -0.081579 | -0.663015 | -0.538573 | 0.069866 | -0.245394 | -0.478240 | -0.524992 | 0.638117 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | nn Temporal Variability | 0.941773 | -0.467235 | -0.501673 | -0.972694 | -0.395153 | 0.941773 | -0.777960 | 0.086519 | 0.149366 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | ee Temporal Discontinuties | 0.288155 | -0.511694 | -0.307647 | 0.185519 | 0.218438 | -1.015143 | -0.031665 | 0.246638 | 0.288155 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | ee Temporal Discontinuties | 1.133153 | -0.902717 | -0.183879 | 0.944401 | -0.128976 | -0.824808 | -0.133175 | 0.857097 | 1.133153 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | nn Temporal Discontinuties | 0.141462 | -0.318594 | -0.537534 | -0.523203 | -0.845794 | -0.594650 | -0.655071 | -0.391751 | 0.141462 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | nn Temporal Discontinuties | 1.001862 | -0.802417 | -0.362926 | -0.904451 | -0.509342 | -0.455459 | -0.160109 | 1.001862 | 0.399130 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | nn Temporal Discontinuties | 1.372423 | 0.025316 | -0.766557 | -0.165055 | 0.436302 | -0.204046 | -0.758217 | -0.442097 | 1.372423 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | nn Power | 0.453244 | -0.204996 | -0.824274 | -0.040550 | 0.453244 | -0.327311 | -1.029021 | 0.179094 | 0.450789 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | ee Temporal Discontinuties | 0.341276 | -0.793061 | -0.488240 | -0.790346 | -0.502830 | 0.012291 | -0.103912 | 0.224828 | 0.341276 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | nn Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | nn Power | 0.407158 | -1.172538 | -0.587261 | -0.255086 | 0.407158 | -0.888239 | -0.468742 | -0.720815 | -0.166176 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | nn Temporal Variability | 0.820144 | 0.720609 | -1.153939 | -0.911069 | 0.604416 | -0.908940 | 0.820144 | -0.926531 | -0.724199 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | nn Temporal Variability | 1.836970 | -0.660812 | 0.949654 | 0.732047 | 0.051859 | 1.836970 | -0.036977 | -0.359228 | -0.987076 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | nn Temporal Variability | 0.622726 | 0.491332 | 0.068230 | -0.626404 | -0.779598 | 0.622726 | -0.594761 | -0.321556 | -0.147878 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | ee Temporal Discontinuties | 0.337896 | -0.953615 | -0.730845 | -0.234631 | -0.414500 | -0.959920 | -1.230572 | 0.275657 | 0.337896 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | nn Temporal Discontinuties | 0.563585 | -0.766632 | -0.722565 | -0.343464 | 0.119694 | -0.927259 | -1.112009 | -0.335990 | 0.563585 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | ee Temporal Variability | 1.538366 | -1.011203 | -0.629894 | -0.439537 | 0.096441 | -0.596589 | 1.538366 | 0.351788 | 0.313564 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | nn Power | 0.779794 | -0.490024 | -0.165560 | 0.248953 | 0.779794 | -1.198486 | -0.241475 | -0.694522 | -0.751400 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | nn Power | 0.853276 | -0.648138 | -0.155923 | 0.633271 | 0.853276 | -0.663790 | -0.551127 | -0.939809 | -0.869780 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | nn Power | 0.532416 | -0.672825 | -0.094256 | 0.152962 | 0.532416 | -0.464591 | -0.312738 | -1.046144 | -0.673096 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | nn Power | 0.583642 | 0.063203 | -0.418455 | 0.583642 | 0.147928 | -0.261580 | -0.487115 | -0.188816 | -0.103579 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | nn Power | 0.707791 | -0.289474 | 0.188998 | 0.346397 | 0.707791 | -0.180768 | -0.175042 | -0.495940 | -0.514293 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | nn Power | 1.016190 | 0.296986 | -0.284562 | 1.016190 | 0.675366 | -0.223711 | -0.276341 | -0.606967 | -0.733315 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | nn Power | 0.737873 | -0.677793 | 0.166508 | 0.258367 | 0.737873 | -0.656843 | -0.536424 | -0.794062 | -0.662999 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | nn Power | 0.696599 | -0.513230 | 0.208220 | 0.089341 | 0.696599 | -0.415830 | -0.231109 | -1.006624 | -0.765571 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | nn Power | 0.688480 | 0.113696 | -0.403554 | 0.688480 | 0.184632 | -0.608511 | -0.617494 | -0.239258 | -0.140146 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | nn Power | 0.328961 | -0.658185 | 0.146074 | 0.328961 | 0.253149 | -1.374098 | -1.317479 | -1.020475 | -1.151861 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | ee Power | 0.357388 | -0.090188 | -0.580297 | 0.357388 | 0.166662 | -0.790018 | -0.881173 | -0.021996 | -0.469939 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | nn Power | 0.376081 | -1.026772 | -0.133178 | 0.376081 | 0.140833 | -1.134214 | -0.669060 | -0.637846 | -0.904391 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | ee Power | 0.230837 | 0.102407 | -0.658519 | 0.230837 | 0.126485 | -1.182867 | -0.508949 | -0.252544 | -0.290490 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 1 | digital_ok | nn Power | 0.502571 | 0.284832 | -0.598195 | 0.219935 | 0.502571 | -1.298796 | -1.199436 | -0.951864 | -0.911806 |